{"id":"https://openalex.org/W4310969484","doi":"https://doi.org/10.1109/iecon49645.2022.9968754","title":"Improved Domain Adaptation Approach for Bearing Fault Diagnosis","display_name":"Improved Domain Adaptation Approach for Bearing Fault Diagnosis","publication_year":2022,"publication_date":"2022-10-17","ids":{"openalex":"https://openalex.org/W4310969484","doi":"https://doi.org/10.1109/iecon49645.2022.9968754"},"language":"en","primary_location":{"id":"doi:10.1109/iecon49645.2022.9968754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon49645.2022.9968754","pdf_url":null,"source":{"id":"https://openalex.org/S4363607717","display_name":"IECON 2022 \u2013 48th Annual Conference of the IEEE Industrial Electronics Society","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2022 \u2013 48th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090636507","display_name":"T\u00fcrker \u0130nce","orcid":"https://orcid.org/0000-0002-8495-8958"},"institutions":[{"id":"https://openalex.org/I15059493","display_name":"\u0130zmir University of Economics","ror":"https://ror.org/04hjr4202","country_code":"TR","type":"education","lineage":["https://openalex.org/I15059493"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Turker Ince","raw_affiliation_strings":["Izmir University of Economics,Department of Electrical and Electronics Engineering,Izmir,Turkey"],"affiliations":[{"raw_affiliation_string":"Izmir University of Economics,Department of Electrical and Electronics Engineering,Izmir,Turkey","institution_ids":["https://openalex.org/I15059493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026349742","display_name":"Sertac Kilickaya","orcid":"https://orcid.org/0000-0002-4619-8118"},"institutions":[{"id":"https://openalex.org/I15059493","display_name":"\u0130zmir University of Economics","ror":"https://ror.org/04hjr4202","country_code":"TR","type":"education","lineage":["https://openalex.org/I15059493"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sertac Kilickaya","raw_affiliation_strings":["Izmir University of Economics,Department of Electrical and Electronics Engineering,Izmir,Turkey"],"affiliations":[{"raw_affiliation_string":"Izmir University of Economics,Department of Electrical and Electronics Engineering,Izmir,Turkey","institution_ids":["https://openalex.org/I15059493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023960529","display_name":"Levent Eren","orcid":"https://orcid.org/0000-0002-5804-436X"},"institutions":[{"id":"https://openalex.org/I15059493","display_name":"\u0130zmir University of Economics","ror":"https://ror.org/04hjr4202","country_code":"TR","type":"education","lineage":["https://openalex.org/I15059493"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Levent Eren","raw_affiliation_strings":["Izmir University of Economics,Department of Electrical and Electronics Engineering,Izmir,Turkey"],"affiliations":[{"raw_affiliation_string":"Izmir University of Economics,Department of Electrical and Electronics Engineering,Izmir,Turkey","institution_ids":["https://openalex.org/I15059493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003432756","display_name":"\u00d6zer Can Devecio\u011flu","orcid":"https://orcid.org/0000-0002-9810-622X"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ozer Can Devecioglu","raw_affiliation_strings":["Tampere University,Department of Computing Science,Tampere,Finland"],"affiliations":[{"raw_affiliation_string":"Tampere University,Department of Computing Science,Tampere,Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047979812","display_name":"Serkan K\u0131ranyaz","orcid":"https://orcid.org/0000-0003-1551-3397"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Serkan Kiranyaz","raw_affiliation_strings":["Qatar University,Department of Electrical Engineering,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Department of Electrical Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007583477","display_name":"Moncef Gabbouj","orcid":"https://orcid.org/0000-0002-9788-2323"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Moncef Gabbouj","raw_affiliation_strings":["Tampere University,Department of Computing Science,Tampere,Finland"],"affiliations":[{"raw_affiliation_string":"Tampere University,Department of Computing Science,Tampere,Finland","institution_ids":["https://openalex.org/I166825849"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090636507"],"corresponding_institution_ids":["https://openalex.org/I15059493"],"apc_list":null,"apc_paid":null,"fwci":2.1234,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89292214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7733509540557861},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7721102237701416},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6819125413894653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6355582475662231},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6247454881668091},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5740023255348206},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5510927438735962},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5170493721961975},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4982428550720215},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4915939271450043},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48061293363571167},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4572586119174957},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41466063261032104},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36680060625076294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07762476801872253}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7733509540557861},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7721102237701416},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6819125413894653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6355582475662231},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6247454881668091},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5740023255348206},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5510927438735962},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5170493721961975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4982428550720215},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4915939271450043},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48061293363571167},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4572586119174957},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41466063261032104},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36680060625076294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07762476801872253},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iecon49645.2022.9968754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon49645.2022.9968754","pdf_url":null,"source":{"id":"https://openalex.org/S4363607717","display_name":"IECON 2022 \u2013 48th Annual Conference of the IEEE Industrial Electronics Society","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2022 \u2013 48th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/47894","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/47894","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W2584994008","https://openalex.org/W2793888044","https://openalex.org/W2898375427","https://openalex.org/W2946724317","https://openalex.org/W2998115938","https://openalex.org/W2998666297","https://openalex.org/W3115059287","https://openalex.org/W3115356548","https://openalex.org/W3133041601","https://openalex.org/W3137944938","https://openalex.org/W3202248147","https://openalex.org/W4224278522","https://openalex.org/W6637618735","https://openalex.org/W6770549273"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Application":[0],"of":[1,8,20,24,47,66,144],"domain":[2,114,147],"adaptation":[3,23,115,148],"techniques":[4],"to":[5,33,61,98,111],"predictive":[6],"maintenance":[7],"modern":[9],"electric":[10],"rotating":[11],"machinery":[12],"(RM)":[13],"has":[14],"significant":[15],"potential":[16],"with":[17,150],"the":[18,53,63,77,84,105,120,140,145],"goal":[19],"transferring":[21],"or":[22],"a":[25],"fault":[26,133],"diagnosis":[27,134],"model":[28],"developed":[29],"for":[30,92,131],"one":[31],"machine":[32],"be":[34],"generalized":[35,44],"on":[36],"new":[37,40],"machines":[38],"and/or":[39],"working":[41],"conditions.":[42],"The":[43],"nonlinear":[45],"extension":[46],"conventional":[48],"convolutional":[49],"neural":[50,56,108],"networks":[51,57,109],"(CNNs),":[52],"self-organized":[54],"operational":[55],"(Self-ONNs)":[58],"are":[59,90],"known":[60],"enhance":[62,112],"learning":[64],"capability":[65],"CNN":[67],"by":[68],"introducing":[69],"non-linear":[70],"neuron":[71],"models":[72],"and":[73,88,142],"further":[74],"heterogeneity":[75],"in":[76,104],"network":[78],"configuration.":[79],"In":[80],"this":[81],"study,":[82],"first":[83],"state-of-the-art":[85],"1D":[86],"CNNs":[87],"Self-ONNs":[89,100],"tested":[91],"cross-domain":[93],"performance.":[94,116],"Then,":[95],"we":[96],"propose":[97],"utilize":[99],"as":[101],"feature":[102],"extractor":[103],"well-known":[106],"domain-adversarial":[107],"(DANN)":[110],"its":[113],"Experimental":[117],"results":[118],"over":[119],"benchmark":[121],"Case":[122],"Western":[123],"Reserve":[124],"University":[125],"(CWRU)":[126],"real":[127],"vibration":[128],"data":[129],"set":[130],"bearing":[132],"across":[135],"different":[136],"load":[137],"domains":[138],"demonstrate":[139],"effectiveness":[141],"feasibility":[143],"proposed":[146],"approach":[149],"similar":[151],"computational":[152],"complexity.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
